Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Simple_Unsupervised_Keyphrase_Extraction_using_...

Avatar for MARUYAMA MARUYAMA
May 02, 2019
0
190

 Simple_Unsupervised_Keyphrase_Extraction_using_Sentence_Embeddings.pdf

Avatar for MARUYAMA

MARUYAMA

May 02, 2019
Tweet

More Decks by MARUYAMA

See All by MARUYAMA
vampire.pdf
Avatar for MARUYAMA tmaru0204
0
180
Misspelling_Oblivious_Word_Embedding.pdf
Avatar for MARUYAMA tmaru0204
0
190
Simple_Unsupervised_Summarization_by_Contextual_Matching.pdf
Avatar for MARUYAMA tmaru0204
0
180
Controlling_Text_Complexity_in_Neural_Machine_Translation.pdf
Avatar for MARUYAMA tmaru0204
0
170
20191028_literature-review.pdf
Avatar for MARUYAMA tmaru0204
0
160
Hint-Based_Training_for_Non-Autoregressive_Machine_Translation.pdf
Avatar for MARUYAMA tmaru0204
0
140
Soft_Contextual_Data_Augmentation_for_Neural_Machine_Translation_.pdf
Avatar for MARUYAMA tmaru0204
0
170
An_Embarrassingly_Simple_Approach_for_Transfer_Learning_from_Pretrained_Language_Models_.pdf
Avatar for MARUYAMA tmaru0204
0
160
Addressing_Trobulesome_Words_in_Neural_Machine_Translation.pdf
Avatar for MARUYAMA tmaru0204
0
160

Featured

See All Featured
Chrome DevTools: State of the Union 2024 - Debugging React & Beyond
Avatar for Addy Osmani addyosmani
9
980
Git: the NoSQL Database
Avatar for Brandon Keepers bkeepers
PRO
432
66k
Producing Creativity
Avatar for Steve Smith orderedlist
PRO
348
40k
Practical Tips for Bootstrapping Information Extraction Pipelines
Avatar for Matthew Honnibal honnibal
24
1.6k
BBQ
Avatar for Matthew Crist matthewcrist
89
9.9k
A better future with KSS
Avatar for Kyle Neath kneath
239
18k
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
Avatar for Marc Duiker marcduiker
34
2.3k
Large-scale JavaScript Application Architecture
Avatar for Addy Osmani addyosmani
514
110k
How to train your dragon (web standard)
Avatar for Monica Dinculescu notwaldorf
97
6.4k
Site-Speed That Sticks
Avatar for Harry Roberts csswizardry
13
970
Performance Is Good for Brains [We Love Speed 2024]
Avatar for Tammy Everts tammyeverts
12
1.3k
CoffeeScript is Beautiful & I Never Want to Write Plain JavaScript Again
Avatar for Sam Stephenson sstephenson
162
15k

Transcript

  1. 4JNQMF6OTVQFSWJTFE,FZQISBTF&YUSBDUJPO VTJOH4FOUFODF&NCFEEJOHT ,BNJM#FOOBOJ4NJSFT $MBVEJV.VTBU "OESFBB)PTTNBOO .JDIBFM#BFSJTXZM .BSUJO+BHHJ $P/-- QQ -JUFSBUVSFSFWJFX

    /BHBPLB6OJWFSTJUZPG5FDIOPMPHZ5BLVNJ.BSVZBNB

  2. "CTUSBDU ⾣'TDPSFʹ͓͍ͯطଘख๏Λ্ճΔੑೳΛୡ੒ ⾣4FOUFODFFNCFEEJOHʹΑΔڭࢣͳ͠ख๏ΛఏҊ &NCFE3BOL ⾣4VQFSWJTFELFZQISBTFFYUSBDUJPO ɾΞϊςʔγϣϯ͞Εͨେن໛ͳίʔύε͕ඞཁ ɾυϝΠϯ֎ͷೖྗʹऑ͍

  3. &NCFE3BOL ⾣ҎԼͷTUFQͰ࣮ߦ  ඼ࢺʹج͍ͮͯɺจॻ͔ΒϑϨʔζΛநग़  จॻͱϑϨʔζΛಉۭؒ͡ʹຒΊࠐΈ ɾ%PDWFD &NCFE3BOLEW ɾ4FOUWFD &NCFE3BOLTW

     จॻϕΫτϧʹ͍ۙϕΫτϧΛ࣋ͭϑϨʔζΛநग़ ɾ$PTJOFTJNJMBSJUZ

  4. &NCFE3BOL NPMFDVMBSFRVJWBMFODFJOEJDFT NPMFDVMBSFRVJWBMFODFOVNCFS NPMFDVMBSFRVJWBMFODFOVNCFST UPQPMPHJDBMTIBQFT UPQPMPHJDBMTIBQF நग़͞ΕͨΩʔϑϨʔζʹ৑௕ੑ͕͋Δ

  5. &NCFE3BOL ⾣&NCFE3BOL ީิͷଟ༷ੑΛߟྀ &NCFE3BOL  ඼ࢺʹج͍ͮͯɺจॻ͔ΒϑϨʔζΛநग़  จॻͱϑϨʔζΛಉۭؒ͡ʹຒΊࠐΈ ɾ4FOUWFD &NCFE3BOL

    TW  จॻϕΫτϧʹ͍ۙϕΫτϧΛ࣋ͭϑϨʔζΛநग़ ɾ.BYJNBM.BSHJOBM3FMFWBODF

  6. &NCFE3BOL ⾣.BYJNBM.BSHJOBM3FMFWBODF ..3 $ΩʔϑϨʔζͷީิͱͳΔϑϨʔζͷू߹ ,நग़͞ΕͨΩʔϑϨʔζू߹ EPDจॻϕΫτϧ $J $KϑϨʔζͷϕΫτϧ

  7. &NCFE3BOL ⾣/PSNBMJ[FEDPTJOFTJNJMBSJUZ М ɾ ඪ४ภࠩ

  8. &NCFE3BOL

  9. &YQFSJNFOUTFUUJOH ⾣%BUBTFUT ɾ*OTQFDTDJFOUJpDKPVSOBMBCTUSBDUT ୹͍จॻ ɾ%6$OFXTQBQFSBSUJDMF தఔ౓ͷ௕͞ͷจॻ ɾ/64GVMMTDJFOUJpDDPOGFSFODFQBQFST ௕͍จॻ 3FDBMM͸ෆՄೳ

  10. 3FTVMUT &NCFE3BOL͸ɺ *OTQFDɾ%6$ʹ͓͍ͯ طଘख๏Λ্ճΔੑೳ /64ʹ͓͍ͯ͸ɺ 5PQJD3BOL .VMUJQBSUJUF ͕ߴ͍είΞΛه࿥ ௕͍จॻͰ͸ɺ จॻ಺ʹ͓͚Δ

    ϑϨʔζͷग़ݱҐஔͷ ৘ใ͕ॏཁ

  11. 3FTVMUT &NCFE3BOLʹ QPTJUJPOBMCJBTΛՃ͑ %6$ /64ʹ͓͚Δ ɹੑೳΛվળ

  12. 3FTVMUT &NCFE3BOLͷํ͕ &NCFE3BOL ΑΓ΋ ߴ͍'TDPSFΛ֫ಘ

  13. 3FTVMUT ⾣ਓखධՁ ɾ*OTQFD %6$ͷจॻ ɾྑ͍ΩʔϑϨʔζू߹ʹ౤ථ Е&NCFE3BOL Е&NCFE3BOL

  14. $PODMVTJPO ⾣'TDPSFධՁʹؔ͢Δ໰୊Λࢦఠ ⾣4FOUFODFFNCFEEJOHʹΑΔڭࢣͳ͠ख๏ΛఏҊ &NCFE3BOL ɾൺֱత୹͍จॻ *OTQFD %6$ ʹ͓͍ͯޮՌత ɾྨࣅͨ͠,FZQISBTF্͕ҐΛ઎Ίͯ͠·͏ ⾣,FZQISBTFͷଟ༷ੑΛߟྀ

    &NCFE3BOL ɾϢʔβʹΑΔධՁͰ͸ɺ&NCFE3BOLʹൺ΂ߴ͍ධՁΛ֫ಘ